- Open Access
Using opinion leaders to address intervention gaps in concussion prevention in youth sports: key concepts and foundational theory
© The Author(s). 2018
- Received: 27 March 2018
- Accepted: 30 May 2018
- Published: 9 July 2018
Behavioral interventions to increase disclosure and proper management of concussion in youth sports have unrealized potential when it comes to preventing concussion. Interventions have focused on changing individual athlete behavior and have fallen short of the potential for sustained systemic behavioral change. One potentially critical reason for this shortfall is that other key determinants of risk behaviors at all levels of the socio-ecological model (e.g. interpersonal, community, policy) are not addressed in extant programming. There is a critical need for theory-driven interventions that address concussion prevention and education at the community level and target sustainable culture change. The Popular Opinion Leader (POL) intervention, a multi-level intervention model previously successfully employed in multiple public health contexts, is theoretically well positioned to affect such change. POL is based on the Diffusion of Innovations framework and involves identifying, recruiting, and training well-respected and trusted individuals to personally endorse prevention and risk-reduction within their social networks. Critical behavioral changes related to concussion disclosure and management have been shown to diffuse to others if enough opinion leaders endorse and support the behaviors. This article summarizes the concepts and principles of POL and describes how it could be adapted for and implemented in youth sport settings. For optimal impact, POL needs to adapt to several factors unique to youth sports settings and culture. First, adult involvement may be important, given their direct involvement in the athlete’s medical care. However, parents and coaches’ opinions on injury care-seeking, competition, and safety may affect their perceptions of POL. Second, youth sports are structured settings both physically and socioculturally. Games and practices may provide opportunities for the informal interactions that are critical to the success of POL. However, youth sport setting membership is transient as players get older and move to other sport settings; POL approaches need to be self-sustaining despite this turnover. Moreover, stakeholder value placed on athlete development and competition, alongside safety, must be considered. Formative research is needed to ensure that POL principles are translated into the youth sport setting while maintaining fidelity to the concepts and principles that have made POL successful for other health outcomes.
- Injury prevention
- Socio-ecological model
- Pro-equity intervention
- Public health
Concussion has been documented in emergency department (ED) populations (Bakhos et al. 2010; Coronado et al. 2015; Bryan et al. 2016) and youth (Bryan et al. 2016; Dompier et al. 2015), high school (Marar et al. 2012; O’Connor et al. 2017), collegiate (Zuckerman et al. 2015), and professional (Benson et al. 2011; Green et al. 2015; Orchard et al. 2013; Clark et al. 2017) sport settings. Public concern has been intensified by recent research suggesting potential short- and long-term effects associated with recurrent concussion and head impact exposure in current and former athletes (Guskiewicz et al. 2003, 2005, 2007; McCrea et al. 2003).
Despite this increased public awareness, prevention efforts are hindered by notable gaps in our knowledge around: (Bakhos et al. 2010) head impact prevention strategies and (Coronado et al. 2015) injury identification, in the context of youth populations. Of note, identification of the injury remains a challenge as previous research has identified ranges of 35-62% of concussions among high school, collegiate, and professional athletes going unreported and therefore unmanaged (Kerr et al. 2014). Although research has focused on increasing concussion knowledge and awareness at the youth sport level (Register-Mihalik et al. 2017; Kroshus et al. 2015a), and policy/legislation has been introduced at the state and organization levels to mitigate concussion risk (Pop Warner Football 2018; Little League 2016), increased knowledge and awareness does not necessarily translate to better reporting behaviors. Further, interventions that use a community-level approach to concussion identification and prevention are limited. Such interventions would likely benefit from considering the tenets of the socio-ecological model, which posits that there are determinants of behavior at multiple levels distal to the individual (e.g., interpersonal, environment, legislative) (Stokols 1992).
This article proposes the adaption of the Popular Opinion Leader (POL) intervention to the problem of concussion in youth sports. Based on the Diffusion of Innovations framework (Rogers 2010), the POL model involves training groups of influential individuals to have conversations in which they personally endorse key prevention and management messages within their social networks. When enough opinion leaders endorse and support the desired behaviors, behavioral changes have been shown to diffuse to others – potentially leading to changes in community norms (Kelly et al. 1991; Coker et al. 2017; Lomas et al. 1991; Wiist and Snider 1991). We begin by summarizing selected key aspects of the state of youth sports concussion prevention. We then introduce and describe the theoretical basis of the POL intervention, and provide areas of context that should be considered for implementing such a POL program in the diverse and challenging setting of youth sports. For this paper, we define youth as <13 years of age.
Magnitude and diversity of the problem of youth sports concussion
Estimated concussion incidence from studies reporting youth data, 2011 and after
Age Range (years)
Kontos et al. (2013)
Dompier et al. (2015)
Kerr et al. (2016a)
Kerr et al. (2015a)
Kontos et al. (2016)
Kerr et al. (2017b)
O’Kane et al. (2014)
Beachy and Rauh (2014)
29 Boys’ and Girls’ Sports
Sport-specific rates reported with football being the highest (0.35/1000AE)
Kerr et al. (2017c)
12 Boys’ and Girls’ Sports
Overall rate of 0.75/1000AE, with highest rates reported in football (2.61/1000AE) and girls’ soccer (1.30/1000AE)
Intervention strategies that integrate primary, secondary, and tertiary prevention
Public health model of concussion prevention
Strategies to prevent injury occurrence
Eliminate or limit contact in sports gameplay and training
Manage injury to prevent worsening of condition
On-site management of concussion
Prevent long term complications and reoccurrence of injury
Medical recommendation for delayed return to sport or disqualification due to sustaining multiple concussions
Too much emphasis on the individual and policy, not enough emphasis on community relationships and dynamics
As concussion-focused interventions develop primary, secondary, and tertiary prevention strategies, there is also a need to focus on those levels of influence within the socio-ecological model that have yet to be addressed, particularly the interpersonal relationships among youth sports stakeholders and the social environment (e.g., norms) that exist within this setting (Kerr et al. 2014). Research has also focused on increasing the knowledge and awareness of concussion signs, symptoms, and management strategies, among athletes, administrators, coaches, and parents in youth sports (Kerr et al. 2014; Register-Mihalik et al. 2017; Kroshus et al. 2015a). Meanwhile, policy/legislation has been introduced at the state and organization levels to mitigate concussion risk (Pop Warner Football 2018; Little League 2016). While such research on the individual levels of intervention has been highly beneficial and informative alongside the passage of policy/legislation, there has been little or no emphasis on interventions that consider the interpersonal relationships among all the youth sport stakeholders (e.g., among youth sport athlete parents, between parent and athlete) and apply a community-level approach to prevention and injury identification. However, we lack research or established intervention paradigms on how to comprehensively shift sport cultures when it comes to concussion safety.
Athlete and community equity
The culture and resources of a given youth sport setting play a critical role in concussion prevention and identification. As such, there are equity concerns about the implementation of concussion interventions. Social inequalities in concussion prevention related to lower socio-economic status have been documented (Lin et al. 2015; Kroshus et al. 2017a), potentially due to less access to resources, lower levels of general health literacy, and additional fees and extra costs that may inhibit participation. Large-scale implementation of effective interventions could potentially exacerbate current health inequalities if adoption or implementation is unequal across communities (Frohlich and Potvin 2008; Bernard et al. 2007; Lorenc et al. 2013). Intervention programs should utilize formative research to better understand factors that drive inequities and to provide guidance on promoting adoption and implementation in diverse settings. Although school sports tend to provide a setting that better represents the general population, school-funding mechanisms tied to community property taxes help produce disparities in school resources (Kroshus et al. 2017b). Consequently, as seen in the high school setting (Kroshus et al. 2017b), youth sport settings in more affluent communities may have higher quality facilities and equipment and are also more likely to employ athletic trainers, who play a key role in concussion education, recognition, and management. To limit variable implementation by community resources, it is necessary to ensure that the intervention was scalable at relatively modest cost and could be supported by what available resources were readily available.
Characteristics of an intervention that aims to reduce the incidence and severity of sports concussion in a youth sports setting
- Be applicable to the national context of youth sports concussion, which has an estimated incidence of over a million injuries per year (Bryan et al. 2016) in a wide variety of settings, many of which do not have onsite health care providers
- Be capable of effecting change at multiple levels of the socio-ecological model (individual, interpersonal, community/environmental, and legislative)
- Address both concussion risk reduction such as head impact reduction (primary prevention) and management of concussion (secondary prevention), since narrowly focused programs will not be adopted and maintained by sports communities and will not fully address concussions from the prevention and care standpoint
- Be flexible enough to adapt to diverse settings, so that social equity concerns are not exacerbated by the intervention
Adaption and implementation of the opinion leader approach to the problem of youth sports concussion requires development of a carefully planned intervention strategy, followed by testing of the strategy and refinement of the approach. Fortunately, some of the complexities of the intervention have been refined in other public health settings and these lessons can be applied to youth sport, while recognizing that population-specific adaptations will likely need to be made. The opinion leader strategy has been utilized to decrease high-risk sexual practices (Kelly et al. 1991), sexual violence (Coker et al. 2017), caesarian births (Lomas et al. 1991), and adolescent smoking (Wiist and Snider 1991).
Core elements of the Popular Opinion Leader (POL) intervention (adapted from Kelly et al. 1991)
Direct the intervention to an identifiable target population in well-defined community setting where population’s size can be estimated
Use ethnographic techniques systematically to identify those persons who are most popular, influential, and trusted by others (i.e., conduct community identification)
Over life of program, train 15% of the target population as opinion leaders
Teach opinion leaders skills for initiating risk-reduction messages to peers during everyday conversations
Teach opinion leaders characteristics of effective behavior change communication targeting risk-reduction attitudes, norms, intentions, and self-efficacy; have opinion leaders endorse, in conversations, the benefits of safer behavior and recommend practical steps needed to implement change
Hold weekly meetings of groups of opinion leaders in sessions that use instruction, facilitator modeling, and extensive role-playing exercises to help opinion leaders refine their skills and gain confidence in delivering effective HIV prevention messages to others
Have opinion leaders set goals to engage in risk-reduction conversations with friends and acquaintances in the target population between weekly sessions
Review, discuss, and reinforce outcomes of opinion leaders’ conversations at subsequent training sessions
Use logos, symbols, or other devices as conversation starters between the opinion leaders and others
Strengths of Popular Opinion Leader (POL) Intervention and applicability to youth sport setting
As applied to youth sport setting
Community-level reductions in HIV-related risk behaviors (Kelly et al. 1991)
May lead to a preventive sport culture that mitigates negative norms and beliefs that may increase concussion risk in athletes
Used in settings of varying socio-economic statuses, race/ethnicity, and urbanicity (Kelly et al. 1991; NIMH Collaborative HIV/STD Prevention Trial Group 2010; Somerville et al. 2006; Kelly et al. 1997; Sikkema et al. 2000; Latkin 1998)
Formative research is an essential aspect of POL intervention to ensure that it can be an effective means by which sport safety culture changes can occur in multiple youth sport settings
Provides education and dispels myths and misconceptions (Kelly 2004)
Intervention includes: education about the incidence, diagnosis, management, and prevention of concussion; and the promotion of safer game play
Concurrently considers individual, interpersonal, and environmental levels of influence (Kelly et al. 1991)
Training athletes, coaches, and parents to disseminate knowledge across multiple youth sport stakeholders and change cultural norms within all stakeholder-specific networks
Personal endorsements from influential community members regarding risk reduction behaviors (Kelly et al. 1991)
Can advance community-level knowledge of primary, secondary, and tertiary concussion prevention strategies, while correcting related myths and misconceptions
Dissemination framework of nine core elements (Kelly 2004)
Formative research and fidelity measures assess compliance with core elements and identify implementation factors specific to youth sports and concussion
Relies on community to disseminate and maintain cultural norm changes (Kelly 2004)
Intervention follows core elements to ensure a sufficient number of appropriate opinion leaders are identified and recruited
To implement the POL in the youth sport setting, groups of trusted and influential individuals, including athletes, parents, and coaches, need to be identified, recruited, and trained to have casual, one-on-one conversations with friends, peers, and teammates in their social networks. “Gatekeepers” used to identify potential opinion leaders are likely to vary by setting but may include administrators, teachers, and on-site medical staff. Potential opinion leaders could also be identified by asking teams who they would trust to provide information and asking members of the community if they would be willing to share information related to concussion prevention and sports safety.
The opinion leader training sessions would follow the template used in the original study in which sessions first provided education related to concussion and strategies of good communication (Fig. 2) (Kelly et al. 1991). The conversations that opinion leaders would have within their social networks would focus on the endorsement of strategies for safer practice and competition play, including disclosing suspected concussion symptoms and seeking proper management for suspected concussions. During these conversations, opinion leaders would correct misperceptions and discuss the importance of safer practice and competition play, and proper management of concussions. They would 1) communicate their personal approval of such tenets of player safety, and 2) discuss the improvement in performance associated with improved playing techniques, as even young athletes often value performance above safety (Register-Mihalik et al. 2013).
A comprehensive understanding of the community in which an intervention will occur is central to the POL intervention model (Kelly et al. 1991; Kelly 2004). Given that the youth sport setting differs in several important respects from the previous LGBT/MSM communities that have successfully incorporated the POL model, it is important to consider how such factors may alter and affect implementation in comparison to previous research. Ethnographic research, inclusive of interviews and organizational scans, are integral to ensuring that the POL intervention will approach concussion prevention in a manner that is relevant to the stakeholders in a particular youth sport setting. Given these concerns, we recommend formative research to examine how the adaption of a POL intervention in the youth sport setting can best adhere to the basic tenets of the original intervention while considering the unique aspects of youth sports.
There is a multitude of issues associated with adapting an intervention from one setting to another. However, we believe that a starting point of focus should examine: coach and parental involvement; the structured and hierarchal nature of the youth sports setting that inherently places emphasis on athlete development; and the transient nature of youth sports as players get older and move to other sport settings. These topics are further discussed in detail below.
Integrating adults as opinion leaders in the youth sport setting
Coach roles in the sport setting
Coaches serve as a fundamental source of influence of youth athletes, particularly in creating a team culture in which care-seeking and treatment adherence are perceived as positive outcomes (Barnett et al. 1992; Poczwardowski et al. 2002; Koester 2000; Nixon and Howard 1994; Podlog and Dionigi 2010). Current research has focused on two lines of research concerning coaches and concussion-related safety outcomes. These areas suggest that coaches, as key players in an intervention program, may have positive effects on concussion safety outcomes of interest. The first evaluates interventions that use coaches to help disseminate concussion education and prevention. Sarmiento et al. (Sarmiento et al. 2010) noted that high school coaches liked the content of the CDC HEADS UP toolkit. Yet, Sawyer et al. (Sawyer et al. 2010) reported that only 7.2% of coaches had actually disseminated toolkit information to other school staff, athletes, and parents (Sawyer et al. 2010). Researchers have also evaluated USA Football’s “Heads Up Football” (HUF) coaching education program. Although youth football leagues adopting HUF had fewer head impacts in practice (Kerr et al. 2015b), concussions rates did not differ from “non-HUF” leagues. One study using a small sample of Indiana high school football teams with a USA Football-trained player safety coach had lower concussion rates in practices than teams with coaching education only (Kerr et al. 2016b).
The second line of research has focused on coaches’ roles in encouraging and not stigmatizing disclosure and care-seeking for suspected concussions (Kroshus et al. 2015a, b; Baugh et al. 2014; Kroshus et al. 2015c; Kroshus et al. 2017c). At the collegiate level, even though medical staff are primarily involved in concussion education, athletes reported wanting their coach to be involved in sharing information about concussion (Kroshus and Baugh 2016). Athletes that perceived support from their coaches were also more likely to report concussion symptoms (Baugh et al. 2014). A recent study with collegiate wrestling coaches supported the use of autonomy-supportive behaviors such as providing choice, avoiding controlling behaviors, and acknowledging athlete feelings to help encourage communication of concussion safety from coach to athlete (Kroshus et al. 2017c). Although such research has largely focused on the high school and collegiate levels and needs to be expanded to look at those at the youth level, the findings illustrate that approaches beyond instilling concussion-related knowledge are necessary to support concussion safety.
Parental roles in the sport setting
Parents are viewed as important in influencing not only youth athlete motivation but also achievement in sports (Blom et al. 2013; Harwood and Swain 2001; Lavoi and Stellino 2008) and sportsmanship (Shields et al. 2007). However, unlike coaches, few studies or interventions have targeted parents. As part of their child’s involvement with sports, parents can also develop social networks with other parents on the team and be influenced by these interactions (Dorsch et al. 2009). Although most of the research on socialization has been conducted on younger children (Morrongiello and House 2004; Morrongiello and Schwebel 2008; Peterson et al. 1995; Peterson and Stern 1997), an understanding of this process builds the basis for conceptualizing the parent-child interaction for injury response in middle school children. At the same time, there is limited research on parent-focused intervention programs in youth sports. Thus, concussion prevention interventions should consider the role of parents to target issues such as youth attitudes, behaviors, intentions to disclose a concussion, and to address knowledge, perceived controls, and normative perceptions in youth athletes regarding concussion.
Parents are also the primary socialization agent for injury risk and response in children. Parents’ decisions to seek medical assessment after sports concussion may involve several factors, including their past experiences and approaches to sports (Becker and Maiman 1975; Committee on Sports Medicine and Fitness 2000), their attitudes about their child’s sport (Kroshus et al. 2017d), their child’s past healthcare use (Janicke et al. 2001) demographic factors (i.e. marital status, race and ethnicity, access and insurance coverage) (Zandieh et al. 2009), and other less-explored factors such as their own healthcare experiences. Parent income and educational levels also contribute to their understanding of injury risk (Lin et al. 2015; Bloodgood et al. 2013).
Considering the physical and sociocultural structure of the youth sport setting
Youth sports, particularly those in school settings, have structured aspects within their organization. This includes physical structures associated with the youth sport setting (e.g., game and practice schedules), as well as sociocultural structures related to all facets that may be considered integral to youth sports, including athlete development and competition. A successful adaption of the POL intervention needs to be cognizant of the general and site-specific structures of the youth sport setting, yet also develop strategies to maximize facilitators and minimize barriers to proper implementation.
Using games and practices as opportunities to have conversations for opinion leaders
Youth sports are structured around scheduled training and competition events. Such a schedule of sport-based events may provide infrastructure to have the informal interactions desired within the POL intervention. These opportunities should also exist in recreational youth leagues, where the focus may be more on skills development and practices than competitions. Formative research should include a focus on identifying times, places, and contexts in which youth sport stakeholders can have conversations with one another about concussion. One possibility is that youth athletes need transportation from guardians to and from practice most days, which may not be present among older adolescent athletes who are able to drive. Parents that stay or come to these practices may also have opportunities to engage in conversation with other parents. Also, if carpooling is used to aid transportation needs, parents could also have conversations with athletes besides their own children.
Acknowledging adults’ motivations for and investments in their children’s sport participation
It is important to consider how differing motivations for sport participation intersect with willingness to engage with the POL intervention or general discussions about safety. The focus of some parents and coaches may be more focused on athlete development and competition, more so than social networking and interaction. Prior research suggests that parents who more strongly value their child’s sport achievement are less likely than other parents to talk about concussion safety with their child (Kroshus et al. 2017d). Although potential opinion leaders may be influential and trusted, they may not be ready to advocate all aspects of concussion prevention or risk reduction. Thus, as potential opinion leaders are recruited and introduced to the intervention during the first session, it is important to provide baseline concussion and sport safety education and to gauge their interest and concerns regarding continuing through the subsequent sessions. Further, in reality, opinion leaders that are skeptical at first, but then become more invested in the intervention as it progresses, may actually be beneficial as they will consequently be able to discuss their own progression and resulting buy-in in their conversations within their social networks (Maiorana et al. 2007).
The competitive nature of sports may also impact the acceptance of the intervention. This may occur as athletes compete for a starting position or when parents push for their children to have more playing time than others. It is possible that communication about health and safety with opinion leaders may be perceived to have ulterior motives. For example, parents may misinterpret an opinion leader’s discussion of health and safety as an attempt to have a child removed from play to increase playing time for their own child. To address this issue, the messaging that is used by opinion leaders should not focus on specific concussions sustained by children from other families, but rather personal experiences with concussion prevention strategies that can reflect how the opinion leaders support safer gameplay and concussion management. In addition, the POL intervention sessions that allow opinion leaders to practice having personally endorsed conversations should also provide time for them to brainstorm how to approach the many unique issues within this setting.
Changing and maintaining cultural norms in a transient population
A community is a dynamic population in which individuals will come and leave. The MSM communities used in the original POL studies (Kelly et al. 1991, 1997) were likely more stable than youth sport settings. Membership in youth sports settings is necessarily transient as players will get older and be required to move to other sport settings. Likewise, parents move from these same sport settings with their children. Also, there tends to be a high rate of youth sport coach turnover (Smith and Smoll 2011; Woods 2015). Consequently, a POL intervention needs to be self-sustaining despite this turnover between seasons, and more importantly, capitalize on this opportunity for additional dissemination as opinion leaders transition to new sports settings. This may involve identifying more stable positions (e.g., school administrator) that while not necessarily appropriate to be opinion leaders themselves, may be able to function as a champion for the program across time. To ensure local sustainability as stakeholders within youth sports change, transfer of institutional knowledge should be situated within the existing infrastructure of the specific youth sport setting (e.g., team manager leads the process).
Consistent with the socio-ecological model, opinion leaders may also more readily adopt and maintain a program that is supported by the school or sports league. School-level support could include ensuring that school employees are engaged in the program. For example, school-based certified medical professionals such as athletic trainers may themselves be well placed to serve as opinion leaders and to assist in identifying, recruiting, and training other opinion leaders. Not all schools have certified athletic trainers, and because of different school sizes, resources, and organizational structures there is a critical need to develop flexible school-level implementation strategies that are adaptable to the wide range of economic and social factors that are characteristic of our education systems.
The strong and well-replicated evidence base from the HIV literature suggest POL interventions are a promising means of shifting the norms of a sports community so that community members increasingly adopt concussion prevention- and sport safety-related policies and practices. The youth sports community comprises well-integrated groups with a strong sense of identity and structure. The athletes involved are minors that require coach supervision and often have parents present at the majority of events. A POL intervention could utilize key social referents including athletes, parents, and coaches to converse with individuals at all levels of the youth sport programs in an effort to diffuse key information that encourages safer play and improved post-concussion recognition and response. Formative research is needed to ensure that the intervention is adapted to consider barriers relevant to each unique youth sport setting, while ensuring preservation of key POL principles that underpin the success of this intervention.
The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention.
This work was partly supported by awards (U01CE002885 and 1U01CE002880) from the National Center for Injury Prevention and Control, Centers for Disease Control and Prevention. The University of North Carolina Injury Prevention Research Center gratefully acknowledges the support of an Injury Control Research Center award (R49/CE002479) from the National Center for Injury Prevention and Control, Centers for Disease Control and Prevention.
Availability of data and materials
Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.
ZYK proposed the use of the POL intervention in youth sports settings, with JRM and SWM assisting to develop how the intervention and potential targets could be adapted to the youth sports setting. JKH and VG also provided critical feedback in consideration of this adaption. EK, KHB, and PG provided key comments on the content and/or structure of this paper. All authors read and approved the final manuscript.
Ethics approval and consent to participate
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
- Bakhos LL, Lockhart GR, Myers R, Linakis JG. Emergency department visits for concussion in young child athletes. Pediatrics. 2010;126(3):e550–6.View ArticleGoogle Scholar
- Barnett NP, Smoll FL, Smith RE. Effects of enhancing coach-athlete relationships on youth sport attrition. Sport Psychol. 1992;6(2):111–27.View ArticleGoogle Scholar
- Bauer KW, Laska MN, Fulkerson JA, Neumark-Sztainer D. Longitudinal and secular trends in parental encouragement for healthy eating, physical activity, and dieting throughout the adolescent years. J Adolescent Health. 2011;49(3):306–11.View ArticleGoogle Scholar
- Baugh CM, Kroshus E, Daneshvar DH, Stern RA. Perceived coach support and concussion symptom-reporting: differences between freshmen and non-freshmen college football players. Los Angeles: SAGE Publications Sage CA; 2014.Google Scholar
- Beachy G, Rauh M. Middle school injuries: a 20-year (1988-2008) multisport evaluation. J Athlc Train. 2014;49(4):493–506.View ArticleGoogle Scholar
- Becker MH, Maiman LA. Sociobehavioral determinants of compliance with health and medical care recommendations. Med Care. 1975;13(1):10–24.View ArticleGoogle Scholar
- Benson BW, Meeuwisse WH, Rizos J, Kang J, Burke CJ. A prospective study of concussions among National Hockey League players during regular season games: the NHL-NHLPA Concussion Program. Can Med Assoc J. 2011;183(8):905–11.View ArticleGoogle Scholar
- Bernard P, Charafeddine R, Frohlich KL, Daniel M, Kestens Y, Potvin L. Health inequalities and place: a theoretical conception of neighbourhood. Soc Sci Med. 2007;65(9):1839–52.View ArticleGoogle Scholar
- Blom LC, Visek AJ, Harris BS. Triangulation in youth sport: Healthy partnerships among parents, coaches, and practitioners. J Sport Psychol Action. 2013;4(2):86–96.View ArticleGoogle Scholar
- Bloodgood B, Inokuchi D, Shawver W, et al. Exploration of awareness, knowledge, and perceptions of traumatic brain injury among American youth athletes and their parents. J Adolescent Health. 2013;53(1):34–9.View ArticleGoogle Scholar
- Bryan MA, Rowhani-Rahbar A, Comstock RD, Rivara F. Sports-and recreation-related concussions in US youth. Pediatrics. 2016;138(1):e20154635.View ArticleGoogle Scholar
- Centers for Disease Control and Prevention. Effective Interventions. 2015; https://effectiveinterventions.cdc.gov/. Accessed 4 Mar 2018.
- Clark MD, Asken BM, Marshall SW, Guskiewicz KM. Descriptive characteristics of concussions in National Football League games, 2010-2011 to 2013-2014. Am J Sports Med. 2017;45(4):929–36.View ArticleGoogle Scholar
- Coker AL, Bush HM, Cook-Craig PG, et al. RCT testing bystander effectiveness to reduce violence. Am J Prevent Med. 2017;52(5):566–78.View ArticleGoogle Scholar
- Committee on Sports Medicine and Fitness. Intensive training and sports specialization in young athletes. American Academy of Pediatrics. Pediatrics. 2000;106(1):154–7.View ArticleGoogle Scholar
- Coronado VG, Haileyesus T, Cheng TA, et al. Trends in sports-and recreation-related traumatic brain injuries treated in US emergency departments: the National Electronic Injury Surveillance System-All Injury Program (NEISS-AIP) 2001-2012. J Head Trauma Rehabil. 2015;30(3):185–97.View ArticleGoogle Scholar
- Dompier TP, Kerr ZY, Marshall SW, et al. Incidence of concussion during practice and games in youth, high school, and collegiate American football players. JAMA Pediatrics. 2015;169(7):659–65.View ArticleGoogle Scholar
- Dorsch TE, Smith AL, McDonough MH. Parents’ perceptions of child-to-parent socialization in organized youth sport. J Sport Exerc Psychol. 2009;31(4):444–68.View ArticleGoogle Scholar
- Frohlich KL, Potvin L. Transcending the known in public health practice: the inequality paradox: the population approach and vulnerable populations. Am J Public Health. 2008;98(2):216–21.View ArticleGoogle Scholar
- Green GA, Pollack KM, D’Angelo J, et al. Mild traumatic brain injury in Major and Minor League Baseball players. Am J Sports Med. 2015;43(5):1118–26.View ArticleGoogle Scholar
- Guskiewicz KM, Marshall SW, Bailes J, et al. Association between recurrent concussion and late-life cognitive impairment in retired professional football players. Neurosurgery. 2005;57(4):719–26.View ArticleGoogle Scholar
- Guskiewicz KM, Marshall SW, Bailes J, et al. Recurrent concussion and risk of depression in retired professional football players. Med Sci Sports Exerc. 2007;39(6):903–9.View ArticleGoogle Scholar
- Guskiewicz KM, McCrea M, Marshall SW, et al. Cumulative effects associated with recurrent concussion in collegiate football players: the NCAA Concussion Study. JAMA. 2003;290(19):2549–55.View ArticleGoogle Scholar
- Harwood C, Swain A. The development and activation of achievement goals in tennis: I. Understanding the underlying factors. Sport Psychol. 2001;15(3):319–41.View ArticleGoogle Scholar
- Janicke DM, Finney JW, Riley AW. Children’s health care use: a prospective investigation of factors related to care-seeking. Med Care. 2001;39(9):990–1001.View ArticleGoogle Scholar
- Kelly JA. Popular opinion leaders and HIV prevention peer education: resolving discrepant findings, and implications for the development of effective community programmes. AIDS Care. 2004;16(2):139–50.MathSciNetView ArticleGoogle Scholar
- Kelly JA, Murphy DA, Sikkema KJ, et al. Randomised, controlled, community-level HIV-prevention intervention for sexual-risk behaviour among homosexual men in US cities. Lancet. 1997;350(9090):1500–5.View ArticleGoogle Scholar
- Kelly JA, St Lawrence JS, Diaz YE, et al. HIV risk behavior reduction following intervention with key opinion leaders of population: an experimental analysis. Am J Publ Health. 1991;81(2):168–71.View ArticleGoogle Scholar
- Kelly KJ, Comello MLG, Hunn LC. Parent-child communication, perceived sanctions against drugs use, and youth drug involvement. Adolescence. 2002;37(148):775–87.Google Scholar
- Kerr ZY, Caswell SV, Lincoln AE, Djoko A, Dompier TP. The epidemiology of boys’ youth lacrosse injuries in the 2015 season. Injury Epidemiol. 2017b. DOI: https://doi.org/10.1186/s40621-016-0068-5. Published online February 1.
- Kerr ZY, Cortes N, Caswell AM, et al. Concussion Rates in U.S. Middle School Athletes, 2015-2016 School Year. Am J Prevent Med. 2017c;53(6):914–8.View ArticleGoogle Scholar
- Kerr ZY, Dalton SL, Roos KG, Djoko A, Phelps J, Dompier TP. Comparison of Indiana High School Football Injury Rates by Inclusion of the USA Football “Heads Up Football” Player Safety Coach. Orthop J Sports Med. 2016b;4(5):2325967116648441.View ArticleGoogle Scholar
- Kerr ZY, Register-Mihalik JK, Marshall SW, Evenson KR, Mihalik JP, Guskiewicz KM. Disclosure and non-disclosure of concussion and concussion symptoms in athletes: Review and application of the socio-ecological framework. Brain Inj. 2014;28(8):1009–21.View ArticleGoogle Scholar
- Kerr ZY, Yeargin S, McLeod TCV, et al. Comprehensive coach education and practice contact restriction guidelines result in lower injury rates in youth American football. Orthop J Sports Med. 2015a;3(7):2325967115594578.View ArticleGoogle Scholar
- Kerr ZY, Yeargin SW, McLeod TCV, Mensch J, Hayden R, Dompier TP. Comprehensive Coach Education Reduces Head Impact Exposure in American Youth Football. Orthop J Sports Med. 2015b;3(10):2325967115610545.View ArticleGoogle Scholar
- Kerr ZY, Zuckerman SL, Register-Mihalik JK, et al. Estimating Concussion Incidence Using Sports Injury Surveillance Systems: Complexities and Potential Pitfalls. Neurologic Clin. 2017a;35(3):409–34.View ArticleGoogle Scholar
- Kerr ZY, Zuckerman SL, Wasserman EB, Covassin T, Djoko A, Dompier TP. Concussion symptoms and return to play time in youth, high school, and college American football athletes. JAMA Pediatr. 2016a;170(7):647–53.View ArticleGoogle Scholar
- Koester MC. Youth sports: a pediatrician’s perspective on coaching and injury prevention. J Athl Train. 2000;35(4):466–70.Google Scholar
- Kontos AP, Elbin R, Fazio-Sumrock VC, et al. Incidence of sports-related concussion among youth football players aged 8-12 years. J Pediatr. 2013;163(3):717–20.View ArticleGoogle Scholar
- Kontos AP, Elbin R, Sufrinko A, et al. Incidence of concussion in youth ice hockey players. Pediatrics. 2016;137(2):e20151633.View ArticleGoogle Scholar
- Kroshus E, Babkes Stellino M, Chrisman SP, Rivara FP. Threat, pressure, and communication about concussion safety: implications for parent concussion education. Health Educ Behav. 2017d. doi: https://doi.org/10.1177/1090198117715669. Published August 1.
- Kroshus E, Baugh CM. Concussion education in US collegiate sport: what is happening and what do athletes want? Health Educ Behav. 2016;43(2):182–90.View ArticleGoogle Scholar
- Kroshus E, Baugh CM, Hawrilenko MJ, Daneshvar DH. Determinants of coach communication about concussion safety in US collegiate sport. Ann Behav Med. 2015c;49(4):532–41.View ArticleGoogle Scholar
- Kroshus E, Garnett B, Hawrilenko M, Baugh CM, Calzo JP. Concussion under-reporting and pressure from coaches, teammates, fans, and parents. Soc Sci Med. 2015b;134:66–75.View ArticleGoogle Scholar
- Kroshus E, Garnett BR, Baugh CM, Calzo JP. Social norms theory and concussion education. Health Educ Res. 2015a;30(6):1004–13.Google Scholar
- Kroshus E, Kerr ZY, DeFreese J, Parsons JT. Concussion knowledge and communication behaviors of collegiate wrestling coaches. Health Comm. 2017c;32(8):963–9.View ArticleGoogle Scholar
- Kroshus E, Kerr ZY, Lee JGL. Community-level inequalities in concussion education of youth football coaches. Am J Prevent Med. 2017a;52(4):476–82.View ArticleGoogle Scholar
- Kroshus E, Rivara FP, Whitlock KB, Herring SA, Chrisman SP. Disparities in athletic trainer staffing in secondary school sport: implications for concussion identification. Clin J Sport Med. 2017b;27(6):542–7.View ArticleGoogle Scholar
- Lake AA, Rugg-Gunn AJ, Hyland RM, Wood CE, Mathers JC, Adamson AJ. Longitudinal dietary change from adolescence to adulthood: perceptions, attributions and evidence. Appetite. 2004;42(3):255–63.View ArticleGoogle Scholar
- Latkin CA. Outreach in natural settings: The use of peer leaders for HIV prevention among injecting drug users’ networks. Public Health Rep. 1998;113(Suppl 1):151–9.Google Scholar
- Lau RR, Quadrel MJ, Hartman KA. Development and change of young adults’ preventive health beliefs and behavior: Influence from parents and peers. J Health Soc Behav. 1990;31(3):240–59.Google Scholar
- Lavoi NM, Stellino MB. The relation between perceived parent-created sport climate and competitive male youth hockey players’ good and poor sport behaviors. J Psychol. 2008;142(5):471–96.View ArticleGoogle Scholar
- Lin AC, Salzman GA, Bachman SL, et al. Assessment of parental knowledge and attitudes toward pediatric sports-related concussions. Sports Health. 2015;7(2):124–9.View ArticleGoogle Scholar
- Little League. Concussions in Youth Athletes. 2016. https://www.littleleague.org/player-safety/concussions-youth-athletes/. Accessed 4 June 2018.
- Lomas J, Enkin M, Anderson GM, Hannah WJ, Vayda E, Singer J. Opinion leaders vs audit and feedback to implement practice guidelines: delivery after previous cesarean section. JAMA. 1991;265(17):2202–7.View ArticleGoogle Scholar
- Lorenc T, Petticrew M, Welch V, Tugwell P. What types of interventions generate inequalities? Evidence from systematic reviews. J Epidemiol Commun Health. 2013;67(2):190–3.View ArticleGoogle Scholar
- Maiorana A, Kegeles S, Fernandez P, et al. Implementation and evaluation of an HIV/STD intervention in Peru. Eval Prog Plann. 2007;30(1):82–93.View ArticleGoogle Scholar
- Marar M, McIlvain NM, Fields SK, Comstock RD. Epidemiology of concussions among United States high school athletes in 20 sports. Am J Sports Med. 2012;40(4):747–55.View ArticleGoogle Scholar
- McCrea M, Guskiewicz KM, Marshall SW, et al. Acute effects and recovery time following concussion in collegiate football players: the NCAA Concussion Study. JAMA. 2003;290(19):2556–63.View ArticleGoogle Scholar
- Morrongiello BA, House K. Measuring parent attributes and supervision behaviors relevant to child injury risk: examining the usefulness of questionnaire measures. Injury Prevent. 2004;10(2):114–8.View ArticleGoogle Scholar
- Morrongiello BA, Schwebel DC. Gaps in childhood injury research and prevention: What can developmental scientists contribute? Child Dev Perspect. 2008;2(2):78–84.View ArticleGoogle Scholar
- NIMH Collaborative HIV/STD Prevention Trial Group. Results of the NIMH collaborative HIV/STD prevention trial of a community popular opinion leader intervention. J Acquir Immune Defic Syndr. 2010;54(2):204–14.Google Scholar
- Nixon I, Howard L. Coaches' views of risk, pain, and injury in sport, with special reference to gender differences. Soc Sport J. 1994;11(1):79–87.View ArticleGoogle Scholar
- O’Kane JW, Spieker A, Levy MR, Neradilek M, Polissar NL, Schiff MA. Concussion among female middle-school soccer players. JAMA Pediatr. 2014;168(3):258–64.View ArticleGoogle Scholar
- O'Connor KL, Baker MM, Dalton SL, Dompier TP, Broglio SP, Kerr ZY. Epidemiology of Sport-Related Concussions in High School Athletes: National Athletic Treatment, Injury and Outcomes Network (NATION), 2011-2012 Through 2013-2014. J Athl Train. 2017;52(3):175–85.View ArticleGoogle Scholar
- Orchard JW, Seward H, Orchard JJ. Results of 2 decades of injury surveillance and public release of data in the Australian Football League. Am J Sports Med. 2013;41(4):734–41.View ArticleGoogle Scholar
- Peterson L, Bartelstone J, Kern T, Gillies R. Parents’ socialization of children's injury prevention: description and some initial parameters. Child Dev. 1995;66(1):224–35.View ArticleGoogle Scholar
- Peterson L, Stern BL. Family processes and child risk for injury. Behav Res Ther. 1997;35(3):179–90.View ArticleGoogle Scholar
- Poczwardowski A, Barott JE, Henschen KP. The athlete and coach: Their relationship and its meaning. Results of an interpretive study. Int J Sport Psychol. 2002;33(1):116–40.Google Scholar
- Podlog L, Dionigi R. Coach strategies for addressing psychosocial challenges during the return to sport from injury. J Sports Sci. 2010;28(11):1197–208.View ArticleGoogle Scholar
- Pop Warner Football. Football Safety; 2018. http://www.popwarner.com/Default.aspx?tabid=1476161. Accessed 4 June 2018.
- Register-Mihalik JK, Guskiewicz KM, McLeod TCV, Linnan LA, Mueller FO, Marshall SW. Knowledge, attitude, and concussion-reporting behaviors among high school athletes: a preliminary study. J Athl Train. 2013;48(5):645–53.View ArticleGoogle Scholar
- Register-Mihalik JK, Valovich McLeod TC, Linnan LA, Guskiewicz KM, Marshall SW. Relationship between concussion history and concussion knowledge, attitudes, and disclosure behavior in high school athletes. Clin J Sport Med. 2017;27(3):321–4.View ArticleGoogle Scholar
- Rogers EM. Diffusion of innovations. New York: The Free Press - A Division of Simon & Schuster Inc.; 2010.Google Scholar
- Sarmiento K, Mitchko J, Klein C, Wong S. Evaluation of the Centers for Disease Control and Prevention's concussion initiative for high school coaches:“Heads Up: Concussion in High School Sports”. J School Health. 2010;80(3):112–8.View ArticleGoogle Scholar
- Sawyer RJ, Hamdallah M, White D, Pruzan M, Mitchko J, Huitric M. High school coaches’ assessments, intentions to use, and use of a concussion prevention toolkit: centers for disease control and prevention’s heads up: concussion in high school sports. Health Promot Pract. 2010;11(1):34–43.View ArticleGoogle Scholar
- Shields DL, LaVoi NM, Bredemeier BL, Power FC. Predictors of poor sportspersonship in youth sports: personal attitudes and social influences. J Sport Exerc Psychol. 2007;29(6):747–62.View ArticleGoogle Scholar
- Sikkema KJ, Kelly JA, Winett RA, et al. Outcomes of a randomized community-level HIV prevention intervention for women living in 18 low-income housing developments. Am J Public Health. 2000;90(1):57–63.View ArticleGoogle Scholar
- Sivaram S, Srikrishnan AK, Latkin CA, et al. Development of an opinion leader-led HIV prevention intervention among alcohol users in Chennai, India. AIDS Educ Prevent. 2004;16(2):137–49.View ArticleGoogle Scholar
- Smith RE, Smoll FL. Cognitive–behavioral coach training: A translational approach to theory, research, and intervention. In: Luiselli J, Reed D, editors. Behavioral Sport Psychology. New York: Springer; 2011. p. 227–48.View ArticleGoogle Scholar
- Somerville GG, Diaz S, Davis S, Coleman KD, Taveras S. Adapting the popular opinion leader intervention for Latino young migrant men who have sex with men. AIDS Educ Prevent. 2006;18(4 Suppl A):137–48.View ArticleGoogle Scholar
- Stokols D. Establishing and maintaining healthy environments: toward a social ecology of health promotion. Am Psychol. 1992;47(1):6–22.View ArticleGoogle Scholar
- Valente TW, Pumpuang P. Identifying opinion leaders to promote behavior change. Health Educ Behav. 2007;34(6):881–96.View ArticleGoogle Scholar
- Wiist WH, Snider G. Peer education in friendship cliques: prevention of adolescent smoking. Health Educ Res. 1991;6(1):101–8.View ArticleGoogle Scholar
- Woods R. Social issues in sport. Champaign: Human Kinetics; 2015.Google Scholar
- Zandieh SO, Gershel JC, Briggs WM, Mancuso CA, Kuder JM. Revisiting predictors of parental health care-seeking behaviors for nonurgent conditions at one inner-city hospital. Pediatr Emerg Care. 2009;25(4):238–43.View ArticleGoogle Scholar
- Zuckerman SL, Kerr ZY, Yengo-Kahn A, Wasserman E, Covassin T, Solomon GS. Epidemiology of Sports-Related Concussion in NCAA Athletes from 2009-2010 to 2013-2014, Incidence, Recurrence, and Mechanisms. Am J Sports Med. 2015;43(11):2654–62.View ArticleGoogle Scholar